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2020 – today
- 2025
[j42]Junlong Qiu
, Wei Liu, Xin Zhang, Erzhu Li, Lianpeng Zhang, Xing Li:
DED-SAM:Adapting Segment Anything Model 2 for Dual Encoder-Decoder Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 995-1006 (2025)- 2024
- [j41]Ren Xu, Alim Samat, Enzhao Zhu, Erzhu Li, Wei Li:
Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification. Remote. Sens. 16(11): 1974 (2024) - [j40]Yu Liu, Erzhu Li, Wei Liu, Xing Li, Yuxuan Zhu:
LFEMAP-Net: Low-Level Feature Enhancement and Multiscale Attention Pyramid Aggregation Network for Building Extraction From High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2718-2730 (2024) - [j39]Xuedong Zhang, Xing Li, Jian Huang, Erzhu Li, Wei Liu, Lianpeng Zhang:
A Multifeature Fusion Framework Based on D-S Theory for Automatic Building Extraction From High-Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11839-11856 (2024) - [j38]Hui Zhang, Wei Liu, Changming Zhu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang:
Nonagriculturalization Detection Based on Vector Polygons and Contrastive Learning With High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18474-18488 (2024) - [j37]Hui Zhang, Wei Liu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang, Changming Zhu:
Land Cover Change Detection Based on Vector Polygons and Deep Learning With High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - 2023
- [j36]Zhiqing Li, Erzhu Li, Tianyu Xu, Alim Samat, Wei Liu:
Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j35]Jiacheng Shi, Wei Liu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang:
Remote Sensing Scene Classification Based on Multibranch Fusion Attention Network. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j34]Xiang Wen, Xing Li, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang, Yihu Zhu, Shengli Wang, Sibao Hao:
A Building Shape Vectorization Hierarchy From VHR Remote Sensing Imagery Combined DCNNs-Based Edge Detection and PCA-Based Corner Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 750-761 (2023) - 2022
- [j33]Erzhu Li, Alim Samat, Peijun Du, Wei Liu, Jinshan Hu:
Improved Bilinear CNN Model for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j32]Erzhu Li, Alim Samat, Ce Zhang, Peijun Du, Wei Liu:
First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j31]Alim Samat, Erzhu Li, Peijun Du, Sichong Liu, Zelang Miao, Wei Zhang:
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j30]Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili:
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images. Remote. Sens. 14(1): 230 (2022) - [j29]Tianyu Xu, Erzhu Li, Alim Samat, Zhiqing Li, Wei Liu, Lianpeng Zhang:
Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions. Remote. Sens. 14(15): 3786 (2022) - [j28]Ximing Liu, Alim Samat, Erzhu Li, Wei Wang, Jilili Abuduwaili:
Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries. Sensors 22(18): 6844 (2022) - [j27]Jiacheng Shi, Wei Liu, Yihu Zhu, Shengli Wang, Sibao Hao, Changming Zhu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang:
Fine Object Change Detection Based on Vector Boundary and Deep Learning With High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4094-4103 (2022) - [j26]Zhiqing Li, Erzhu Li, Alim Samat, Tianyu Xu, Wei Liu, Yihu Zhu:
An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4782-4796 (2022) - [j25]Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu:
HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 8287-8298 (2022) - [j24]Wei Zhang, Peijun Du, Pingjie Fu, Peng Zhang, Pengfei Tang, Hongrui Zheng, Yaping Meng, Erzhu Li:
Attention-Aware Dynamic Self-Aggregation Network for Satellite Image Time Series Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [c2]Zhiqing Li, Erzhu Li, Zhigang Su, Tianyu Xu:
An Improved Object CNN Method for Classification of High-Resolution Remote Sensing Imagery. IGARSS 2022: 3167-3170 - 2021
- [j23]Fanggang Li, Erzhu Li, Ce Zhang, Alim Samat, Wei Liu, Chunmei Li, Peter M. Atkinson:
Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data. Remote. Sens. 13(2): 212 (2021) - [j22]Xiang Wen, Xing Li, Ce Zhang, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang:
ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery. Remote. Sens. 13(19): 3826 (2021) - [j21]Wei Liu, Jiawei Xu, Zihui Guo, Erzhu Li, Xing Li, Lianpeng Zhang, Wensong Liu:
Building Footprint Extraction From Unmanned Aerial Vehicle Images Via PRU-Net: Application to Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2236-2248 (2021) - [j20]Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia:
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3200-3214 (2021) - [j19]Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao:
Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9334-9349 (2021) - 2020
- [j18]Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang:
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles. J. Imaging 6(11): 114 (2020) - [j17]Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li:
Edge Gradient-Based Active Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(9): 1588-1592 (2020) - [j16]Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili:
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles. Remote. Sens. 12(12): 1973 (2020) - [j15]Peng Zhang, Peijun Du, Cong Lin, Xin Wang, Erzhu Li, Zhaohui Xue, Xuyu Bai:
A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data. Remote. Sens. 12(22): 3764 (2020) - [j14]Xin Wang, Peijun Du, Dongmei Chen, Sicong Liu, Wei Zhang, Erzhu Li:
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6260-6276 (2020)
2010 – 2019
- 2019
- [j13]Wei Liu, Dayu Cheng, Pengcheng Yin, Mengyuan Yang, Erzhu Li, Meng Xie, Lianpeng Zhang:
Small Manhole Cover Detection in Remote Sensing Imagery with Deep Convolutional Neural Networks. ISPRS Int. J. Geo Inf. 8(1): 49 (2019) - [j12]Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia:
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30. Remote. Sens. 11(12): 1397 (2019) - [j11]Wei Liu, Mengyuan Yang, Meng Xie, Zihui Guo, Erzhu Li, Lianpeng Zhang, Tao Pei, Dong Wang:
Accurate Building Extraction from Fused DSM and UAV Images Using a Chain Fully Convolutional Neural Network. Remote. Sens. 11(24): 2912 (2019) - [j10]Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai:
High-Resolution Imagery Classification Based on Different Levels of Information. Remote. Sens. 11(24): 2916 (2019) - [j9]Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai:
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(8): 2600-2611 (2019) - 2018
- [j8]Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili:
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas. Int. J. Appl. Earth Obs. Geoinformation 73: 503-521 (2018) - [j7]Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili:
Fuzzy multiclass active learning for hyperspectral image classification. IET Image Process. 12(7): 1095-1101 (2018) - [j6]Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili:
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3179-3195 (2018) - 2017
- [j5]Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili, Erzhu Li:
Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification. Remote. Sens. 9(4): 337 (2017) - [j4]Hongrui Zheng, Peijun Du, Jike Chen, Junshi Xia, Erzhu Li, Zhigang Xu, Xiaojuan Li, Naoto Yokoya:
Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features. Remote. Sens. 9(12): 1274 (2017) - [j3]Erzhu Li, Peijun Du, Alim Samat, Yaping Meng, Meiqin Che:
Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 1068-1081 (2017) - [j2]Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat:
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 55(10): 5653-5665 (2017) - 2014
- [j1]Kun Tan, Erzhu Li, Qian Du, Peijun Du:
Hyperspectral Image Classification Using Band Selection and Morphological Profiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(1): 40-48 (2014) - 2012
- [c1]Kun Tan, Erzhu Li, Qian Du, Peijun Du:
Hyperspectral image classification using band selection and morphological profile. WHISPERS 2012: 1-4
Coauthor Index
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